JPMorgan Director Architecture - AI/ML 

United States, New Jersey, Jersey City 

928187251

Job Responsibilities

• Engage with business stakeholders to refine requirements, assist with framing business problems as machine learning problems, and help define success metrics
• Define appropriate data engineering processes to facilitate data preparation and feature engineering
• Collaborate with data scientists and data and ML engineers in selecting and evaluating ML models and algorithms using factors such as accuracy, scalability, interpretability, etc.
• Develop end-to-end AI/ML solutions in compliance with and leveraging firm’s policies, standards, and AI/ML governance processes
• Provide technical leadership throughout the entire machine learning lifecycle, in collaboration with architecture, security, risk, operations, and other partner organizations
• Design and lead proof-of-concepts, commercial product evaluations, and custom solutions

Required qualifications, capabilities, and skills

• Bachelor’s degree or higher in computer science, data science, information systems, or electrical engineering and 10+ years of applied experience in software architecture and machine learning systems.
• Experience with core machine learning algorithms, deep neural networks, NLP, and LLMs/SLMs.
• Advanced knowledge of software architecture and development for machine learning systems with hands on experience throughout the entire machine learning lifecycle.
• Deep understanding and hands-on experience with public cloud technologies, especially with AWS & its machine learning stack (Azure OpenAI experience would be a strong plus).
• Working experience with big data, data lakes/data mesh/lake house architectures, and ML data engineering processes, tools & techniques.
• Significant experience with one or more programming languages, at least Python and Java, and DevOps processes and tools such as Containers, Iac, CI/CD, etc.